Dataset statistics
| Number of variables | 55 |
|---|---|
| Number of observations | 35683 |
| Missing cells | 19307 |
| Missing cells (%) | 1.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 10.4 MiB |
| Average record size in memory | 307.0 B |
Variable types
| NUM | 27 |
|---|---|
| BOOL | 18 |
| CAT | 9 |
| DATE | 1 |
fire_name has a high cardinality: 14574 distinct values | High cardinality |
state has a high cardinality: 51 distinct values | High cardinality |
disc_date_pre has a high cardinality: 7595 distinct values | High cardinality |
wstation_usaf has a high cardinality: 1792 distinct values | High cardinality |
weather_file has a high cardinality: 10413 distinct values | High cardinality |
fire_mag is highly correlated with fire_size | High correlation |
fire_size is highly correlated with fire_mag | High correlation |
Temp_pre_15 is highly correlated with Temp_pre_30 and 2 other fields | High correlation |
Temp_pre_30 is highly correlated with Temp_pre_15 and 1 other fields | High correlation |
Temp_pre_7 is highly correlated with Temp_pre_30 and 2 other fields | High correlation |
Temp_cont is highly correlated with Temp_pre_15 and 1 other fields | High correlation |
Wind_pre_15 is highly correlated with Wind_pre_30 and 1 other fields | High correlation |
Wind_pre_30 is highly correlated with Wind_pre_15 | High correlation |
Wind_pre_7 is highly correlated with Wind_pre_15 | High correlation |
Hum_pre_15 is highly correlated with Hum_pre_30 and 1 other fields | High correlation |
Hum_pre_30 is highly correlated with Hum_pre_15 | High correlation |
Hum_pre_7 is highly correlated with Hum_pre_15 | High correlation |
remoteness is highly correlated with longitude | High correlation |
longitude is highly correlated with remoteness | High correlation |
disc_pre_month is highly correlated with discovery_month | High correlation |
discovery_month is highly correlated with disc_pre_month | High correlation |
fire_name has 19307 (54.1%) missing values | Missing |
Prec_pre_30 is highly skewed (γ1 = 35.09536395) | Skewed |
Prec_pre_7 is highly skewed (γ1 = 22.59013922) | Skewed |
df_index has unique values | Unique |
Prec_pre_30 has 16227 (45.5%) zeros | Zeros |
Prec_pre_15 has 18932 (53.1%) zeros | Zeros |
Prec_pre_7 has 23207 (65.0%) zeros | Zeros |
Prec_cont has 25239 (70.7%) zeros | Zeros |
Reproduction
| Analysis started | 2022-12-05 17:41:17.848444 |
|---|---|
| Analysis finished | 2022-12-05 17:43:39.474212 |
| Duration | 2 minutes and 21.63 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 35683 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25956.13637 |
|---|---|
| Minimum | 0 |
| Maximum | 55360 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 278.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2584.1 |
| Q1 | 13022.5 |
| median | 25883 |
| Q3 | 38852 |
| 95-th percentile | 49187.7 |
| Maximum | 55360 |
| Range | 55360 |
| Interquartile range (IQR) | 25829.5 |
Descriptive statistics
| Standard deviation | 15042.56335 |
|---|---|
| Coefficient of variation (CV) | 0.5795378456 |
| Kurtosis | -1.159871265 |
| Mean | 25956.13637 |
| Median Absolute Deviation (MAD) | 12909 |
| Skewness | 0.02374817235 |
| Sum | 926192814 |
| Variance | 226278712.1 |
| Monotocity | Strictly increasing |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 34491 | 1 | < 0.1% | |
| 34484 | 1 | < 0.1% | |
| 34485 | 1 | < 0.1% | |
| 34486 | 1 | < 0.1% | |
| 34488 | 1 | < 0.1% | |
| 34489 | 1 | < 0.1% | |
| 34490 | 1 | < 0.1% | |
| 34492 | 1 | < 0.1% | |
| 34503 | 1 | < 0.1% | |
| Other values (35673) | 35673 | > 99.9% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 55360 | 1 | < 0.1% | |
| 55359 | 1 | < 0.1% | |
| 55356 | 1 | < 0.1% | |
| 55352 | 1 | < 0.1% | |
| 55350 | 1 | < 0.1% |
| Distinct | 14574 |
|---|---|
| Distinct (%) | 89.0% |
| Missing | 19307 |
| Missing (%) | 54.1% |
| Memory size | 278.8 KiB |
| GRASS FIRE | 111 |
|---|---|
| STATE | 28 |
| LOCAL | 17 |
| UNKNOWN | 15 |
| RIVER | 12 |
| Other values (14569) |
| Value | Count | Frequency (%) | |
| GRASS FIRE | 111 | 0.3% | |
| STATE | 28 | 0.1% | |
| LOCAL | 17 | < 0.1% | |
| UNKNOWN | 15 | < 0.1% | |
| RIVER | 12 | < 0.1% | |
| BEAR | 11 | < 0.1% | |
| COTTONWOOD | 11 | < 0.1% | |
| SPRING | 11 | < 0.1% | |
| LOCAL FIRE | 11 | < 0.1% | |
| RAILROAD | 10 | < 0.1% | |
| Other values (14564) | 16139 | 45.2% | |
| (Missing) | 19307 | 54.1% |
Unique
| Unique | 13604 ? |
|---|---|
| Unique (%) | 83.1% |
Length
| Max length | 50 |
|---|---|
| Median length | 3 |
| Mean length | 7.129529468 |
| Min length | 1 |
| Distinct | 2504 |
|---|---|
| Distinct (%) | 7.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 165.5132713 |
|---|---|
| Minimum | 0.51 |
| Maximum | 4994 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 278.8 KiB |
Quantile statistics
| Minimum | 0.51 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 3 |
| Q3 | 12 |
| 95-th percentile | 406.8 |
| Maximum | 4994 |
| Range | 4993.49 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 728.6857104 |
|---|---|
| Coefficient of variation (CV) | 4.402581766 |
| Kurtosis | 23.69098918 |
| Mean | 165.5132713 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 4.960343581 |
| Sum | 5906010.061 |
| Variance | 530982.8646 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1 | 7767 | 21.8% | |
| 2 | 3728 | 10.4% | |
| 3 | 2182 | 6.1% | |
| 5 | 2013 | 5.6% | |
| 4 | 1270 | 3.6% | |
| 10 | 1256 | 3.5% | |
| 1.5 | 884 | 2.5% | |
| 20 | 685 | 1.9% | |
| 15 | 677 | 1.9% | |
| 6 | 612 | 1.7% | |
| Other values (2494) | 14609 | 40.9% |
| Value | Count | Frequency (%) | |
| 0.51 | 13 | < 0.1% | |
| 0.52 | 14 | < 0.1% | |
| 0.53 | 15 | < 0.1% | |
| 0.54 | 19 | 0.1% | |
| 0.55 | 21 | 0.1% |
| Value | Count | Frequency (%) | |
| 4994 | 1 | < 0.1% | |
| 4992 | 1 | < 0.1% | |
| 4991.9 | 1 | < 0.1% | |
| 4991 | 1 | < 0.1% | |
| 4990 | 1 | < 0.1% |
fire_size_class
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 278.8 KiB |
| B | |
|---|---|
| C | |
| F | 1475 |
| D | 999 |
| E | 499 |
| Value | Count | Frequency (%) | |
| B | 25185 | 70.6% | |
| C | 7525 | 21.1% | |
| F | 1475 | 4.1% | |
| D | 999 | 2.8% | |
| E | 499 | 1.4% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
latitude
Real number (ℝ≥0)
| Distinct | 32115 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.86008805 |
|---|---|
| Minimum | 17.958364 |
| Maximum | 68.8194 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 278.8 KiB |
Quantile statistics
| Minimum | 17.958364 |
|---|---|
| 5-th percentile | 28.896444 |
| Q1 | 32.24198 |
| median | 34.453 |
| Q3 | 38.717051 |
| 95-th percentile | 46.7712759 |
| Maximum | 68.8194 |
| Range | 50.861036 |
| Interquartile range (IQR) | 6.475071005 |
Descriptive statistics
| Standard deviation | 5.965290724 |
|---|---|
| Coefficient of variation (CV) | 0.1663490261 |
| Kurtosis | 3.270283817 |
| Mean | 35.86008805 |
| Median Absolute Deviation (MAD) | 2.82673405 |
| Skewness | 0.9433189649 |
| Sum | 1279595.522 |
| Variance | 35.58469342 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 47.8666 | 18 | 0.1% | |
| 33.3501 | 11 | < 0.1% | |
| 18.403494 | 10 | < 0.1% | |
| 35.3 | 10 | < 0.1% | |
| 47.8 | 9 | < 0.1% | |
| 35.8333 | 9 | < 0.1% | |
| 33.75 | 9 | < 0.1% | |
| 35.2833 | 9 | < 0.1% | |
| 18.305115 | 9 | < 0.1% | |
| 33.1334 | 9 | < 0.1% | |
| Other values (32105) | 35580 | 99.7% |
| Value | Count | Frequency (%) | |
| 17.958364 | 1 | < 0.1% | |
| 17.969381 | 4 | < 0.1% | |
| 17.969784 | 1 | < 0.1% | |
| 17.970539 | 1 | < 0.1% | |
| 17.976648 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 68.8194 | 1 | < 0.1% | |
| 68.1114 | 1 | < 0.1% | |
| 68.0827 | 1 | < 0.1% | |
| 68.0528 | 1 | < 0.1% | |
| 67.983 | 1 | < 0.1% |
| Distinct | 33133 |
|---|---|
| Distinct (%) | 92.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -93.89495961 |
|---|---|
| Minimum | -165.1167 |
| Maximum | -65.417709 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 278.8 KiB |
Quantile statistics
| Minimum | -165.1167 |
|---|---|
| 5-th percentile | -120.7142888 |
| Q1 | -99.4302985 |
| median | -91.81655 |
| Q3 | -83.15926617 |
| 95-th percentile | -76.23233 |
| Maximum | -65.417709 |
| Range | 99.698991 |
| Interquartile range (IQR) | 16.27103233 |
Descriptive statistics
| Standard deviation | 14.23749247 |
|---|---|
| Coefficient of variation (CV) | -0.1516321273 |
| Kurtosis | 1.533953523 |
| Mean | -93.89495961 |
| Median Absolute Deviation (MAD) | 8.43215 |
| Skewness | -1.031909612 |
| Sum | -3350453.844 |
| Variance | 202.7061918 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| -110.4573 | 14 | < 0.1% | |
| -81.88 | 12 | < 0.1% | |
| -80.45 | 11 | < 0.1% | |
| -110.4507 | 10 | < 0.1% | |
| -67.081078 | 10 | < 0.1% | |
| -79.4333 | 9 | < 0.1% | |
| -82 | 9 | < 0.1% | |
| -81.9 | 9 | < 0.1% | |
| -79.1667 | 9 | < 0.1% | |
| -67.23027 | 9 | < 0.1% | |
| Other values (33123) | 35581 | 99.7% |
| Value | Count | Frequency (%) | |
| -165.1167 | 1 | < 0.1% | |
| -164.2196 | 1 | < 0.1% | |
| -163.6867 | 1 | < 0.1% | |
| -163.0806 | 1 | < 0.1% | |
| -162.8267 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| -65.417709 | 3 | < 0.1% | |
| -65.627907 | 1 | < 0.1% | |
| -65.806427 | 1 | < 0.1% | |
| -65.827446 | 1 | < 0.1% | |
| -65.911339 | 1 | < 0.1% |
| Distinct | 51 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 278.8 KiB |
| TX | |
|---|---|
| GA | |
| MS | |
| CA | |
| FL | 1844 |
| Other values (46) |
| Value | Count | Frequency (%) | |
| TX | 4979 | 14.0% | |
| GA | 2874 | 8.1% | |
| MS | 2694 | 7.5% | |
| CA | 2520 | 7.1% | |
| FL | 1844 | 5.2% | |
| AL | 1706 | 4.8% | |
| NC | 1589 | 4.5% | |
| SC | 1483 | 4.2% | |
| AR | 1148 | 3.2% | |
| OK | 1119 | 3.1% | |
| Other values (41) | 13727 | 38.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
disc_clean_date
Date
| Distinct | 7595 |
|---|---|
| Distinct (%) | 21.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 278.8 KiB |
| Minimum | 1992-01-01 00:00:00 |
|---|---|
| Maximum | 2015-12-31 00:00:00 |
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 278.8 KiB |
| Mar | |
|---|---|
| Apr | |
| Jul | |
| Aug | |
| Feb | |
| Other values (7) |
| Value | Count | Frequency (%) | |
| Mar | 5407 | 15.2% | |
| Apr | 4892 | 13.7% | |
| Jul | 3509 | 9.8% | |
| Aug | 3376 | 9.5% | |
| Feb | 3330 | 9.3% | |
| Jun | 2818 | 7.9% | |
| May | 2782 | 7.8% | |
| Sep | 2246 | 6.3% | |
| Jan | 2189 | 6.1% | |
| Oct | 2090 | 5.9% | |
| Other values (2) | 3044 | 8.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 7595 |
|---|---|
| Distinct (%) | 21.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 278.8 KiB |
| 1/11/2008 | 53 |
|---|---|
| 1/20/2011 | 38 |
| 5/22/2008 | 35 |
| 1/15/2015 | 34 |
| 2/10/2005 | 33 |
| Other values (7590) |
| Value | Count | Frequency (%) | |
| 1/11/2008 | 53 | 0.1% | |
| 1/20/2011 | 38 | 0.1% | |
| 5/22/2008 | 35 | 0.1% | |
| 1/15/2015 | 34 | 0.1% | |
| 2/10/2005 | 33 | 0.1% | |
| 2/24/2008 | 32 | 0.1% | |
| 2/5/2007 | 30 | 0.1% | |
| 1/30/2006 | 29 | 0.1% | |
| 2/8/1993 | 29 | 0.1% | |
| 1/25/2007 | 28 | 0.1% | |
| Other values (7585) | 35342 | 99.0% |
Unique
| Unique | 1310 ? |
|---|---|
| Unique (%) | 3.7% |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 8.842137713 |
| Min length | 8 |
disc_pre_year
Real number (ℝ≥0)
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2004.821988 |
|---|---|
| Minimum | 1991 |
| Maximum | 2015 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 278.8 KiB |
Quantile statistics
| Minimum | 1991 |
|---|---|
| 5-th percentile | 1993 |
| Q1 | 2000 |
| median | 2006 |
| Q3 | 2010 |
| 95-th percentile | 2014 |
| Maximum | 2015 |
| Range | 24 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 6.436814318 |
|---|---|
| Coefficient of variation (CV) | 0.003210666262 |
| Kurtosis | -0.9291578902 |
| Mean | 2004.821988 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.3308474439 |
| Sum | 71538063 |
| Variance | 41.43257856 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2006 | 2544 | 7.1% | |
| 2011 | 2296 | 6.4% | |
| 2007 | 2255 | 6.3% | |
| 2005 | 2251 | 6.3% | |
| 2008 | 2115 | 5.9% | |
| 2010 | 1931 | 5.4% | |
| 2009 | 1681 | 4.7% | |
| 2012 | 1663 | 4.7% | |
| 2000 | 1599 | 4.5% | |
| 1999 | 1513 | 4.2% | |
| Other values (15) | 15835 | 44.4% |
| Value | Count | Frequency (%) | |
| 1991 | 54 | 0.2% | |
| 1992 | 912 | 2.6% | |
| 1993 | 966 | 2.7% | |
| 1994 | 1083 | 3.0% | |
| 1995 | 1133 | 3.2% |
| Value | Count | Frequency (%) | |
| 2015 | 1424 | 4.0% | |
| 2014 | 1400 | 3.9% | |
| 2013 | 1376 | 3.9% | |
| 2012 | 1663 | 4.7% | |
| 2011 | 2296 | 6.4% |
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 278.8 KiB |
| Mar | |
|---|---|
| Feb | |
| Jan | |
| Jun | |
| Jul | |
| Other values (7) |
| Value | Count | Frequency (%) | |
| Mar | 5060 | 14.2% | |
| Feb | 5038 | 14.1% | |
| Jan | 3623 | 10.2% | |
| Jun | 3402 | 9.5% | |
| Jul | 3393 | 9.5% | |
| May | 2887 | 8.1% | |
| Apr | 2713 | 7.6% | |
| Aug | 2336 | 6.5% | |
| Dec | 2157 | 6.0% | |
| Sep | 2007 | 5.6% | |
| Other values (2) | 3067 | 8.6% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 1792 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 278.8 KiB |
| 999999 | 1331 |
|---|---|
| 722348 | 778 |
| 785140 | 377 |
| 722170 | 308 |
| 723235 | 305 |
| Other values (1787) |
| Value | Count | Frequency (%) | |
| 999999 | 1331 | 3.7% | |
| 722348 | 778 | 2.2% | |
| 785140 | 377 | 1.1% | |
| 722170 | 308 | 0.9% | |
| 723235 | 305 | 0.9% | |
| 723200 | 304 | 0.9% | |
| 722230 | 300 | 0.8% | |
| 722340 | 278 | 0.8% | |
| 724236 | 268 | 0.8% | |
| 722470 | 245 | 0.7% | |
| Other values (1782) | 31189 | 87.4% |
Unique
| Unique | 281 ? |
|---|---|
| Unique (%) | 0.8% |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
dstation_m
Real number (ℝ≥0)
| Distinct | 35059 |
|---|---|
| Distinct (%) | 98.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38428.65289 |
|---|---|
| Minimum | 6.166452291 |
| Maximum | 197000.4751 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 278.8 KiB |
Quantile statistics
| Minimum | 6.166452291 |
|---|---|
| 5-th percentile | 7932.797173 |
| Q1 | 20334.90465 |
| median | 33734.67069 |
| Q3 | 51412.52963 |
| 95-th percentile | 85707.14858 |
| Maximum | 197000.4751 |
| Range | 196994.3086 |
| Interquartile range (IQR) | 31077.62498 |
Descriptive statistics
| Standard deviation | 24424.90423 |
|---|---|
| Coefficient of variation (CV) | 0.6355909561 |
| Kurtosis | 1.850401175 |
| Mean | 38428.65289 |
| Median Absolute Deviation (MAD) | 15021.31575 |
| Skewness | 1.161196912 |
| Sum | 1371249621 |
| Variance | 596575946.8 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 11620.93756 | 10 | < 0.1% | |
| 23880.95406 | 9 | < 0.1% | |
| 14838.94444 | 9 | < 0.1% | |
| 73111.34427 | 8 | < 0.1% | |
| 4248.523517 | 8 | < 0.1% | |
| 54885.61453 | 7 | < 0.1% | |
| 56062.32434 | 7 | < 0.1% | |
| 18683.42691 | 7 | < 0.1% | |
| 94055.44221 | 7 | < 0.1% | |
| 52760.98383 | 6 | < 0.1% | |
| Other values (35049) | 35605 | 99.8% |
| Value | Count | Frequency (%) | |
| 6.166452291 | 1 | < 0.1% | |
| 128.5288825 | 1 | < 0.1% | |
| 143.0836759 | 1 | < 0.1% | |
| 402.0207299 | 1 | < 0.1% | |
| 480.5381643 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 197000.4751 | 1 | < 0.1% | |
| 193712.042 | 1 | < 0.1% | |
| 184797.3498 | 1 | < 0.1% | |
| 183077.1568 | 1 | < 0.1% | |
| 179167.5924 | 1 | < 0.1% |
wstation_wban
Real number (ℝ≥0)
| Distinct | 1402 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59021.68797 |
|---|---|
| Minimum | 100 |
| Maximum | 99999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 278.8 KiB |
Quantile statistics
| Minimum | 100 |
|---|---|
| 5-th percentile | 3715 |
| Q1 | 13894 |
| median | 63846 |
| Q3 | 99999 |
| 95-th percentile | 99999 |
| Maximum | 99999 |
| Range | 99899 |
| Interquartile range (IQR) | 86105 |
Descriptive statistics
| Standard deviation | 41021.91763 |
|---|---|
| Coefficient of variation (CV) | 0.695031251 |
| Kurtosis | -1.754844659 |
| Mean | 59021.68797 |
| Median Absolute Deviation (MAD) | 36153 |
| Skewness | -0.2151543636 |
| Sum | 2106070892 |
| Variance | 1682797726 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 99999 | 13624 | 38.2% | |
| 53808 | 681 | 1.9% | |
| 11603 | 377 | 1.1% | |
| 3889 | 319 | 0.9% | |
| 3901 | 309 | 0.9% | |
| 3813 | 308 | 0.9% | |
| 13896 | 305 | 0.9% | |
| 13894 | 300 | 0.8% | |
| 13978 | 284 | 0.8% | |
| 13865 | 278 | 0.8% | |
| Other values (1392) | 18898 | 53.0% |
| Value | Count | Frequency (%) | |
| 100 | 9 | < 0.1% | |
| 106 | 1 | < 0.1% | |
| 120 | 3 | < 0.1% | |
| 122 | 4 | < 0.1% | |
| 127 | 17 | < 0.1% |
| Value | Count | Frequency (%) | |
| 99999 | 13624 | 38.2% | |
| 96408 | 4 | < 0.1% | |
| 96402 | 2 | < 0.1% | |
| 94999 | 8 | < 0.1% | |
| 94997 | 5 | < 0.1% |
wstation_byear
Real number (ℝ≥0)
| Distinct | 79 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1981.172911 |
|---|---|
| Minimum | 1931 |
| Maximum | 2014 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 278.8 KiB |
Quantile statistics
| Minimum | 1931 |
|---|---|
| 5-th percentile | 1942 |
| Q1 | 1973 |
| median | 1982 |
| Q3 | 2006 |
| 95-th percentile | 2008 |
| Maximum | 2014 |
| Range | 83 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 23.67577737 |
|---|---|
| Coefficient of variation (CV) | 0.01195038416 |
| Kurtosis | -1.092804495 |
| Mean | 1981.172911 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | -0.4725061292 |
| Sum | 70694193 |
| Variance | 560.5424342 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1973 | 7614 | 21.3% | |
| 2006 | 6999 | 19.6% | |
| 1942 | 2253 | 6.3% | |
| 2005 | 1513 | 4.2% | |
| 1990 | 1186 | 3.3% | |
| 1945 | 931 | 2.6% | |
| 1941 | 891 | 2.5% | |
| 1977 | 873 | 2.4% | |
| 1943 | 841 | 2.4% | |
| 1999 | 755 | 2.1% | |
| Other values (69) | 11827 | 33.1% |
| Value | Count | Frequency (%) | |
| 1931 | 22 | 0.1% | |
| 1932 | 6 | < 0.1% | |
| 1933 | 20 | 0.1% | |
| 1935 | 141 | 0.4% | |
| 1936 | 90 | 0.3% |
| Value | Count | Frequency (%) | |
| 2014 | 10 | < 0.1% | |
| 2013 | 66 | 0.2% | |
| 2012 | 120 | 0.3% | |
| 2011 | 265 | 0.7% | |
| 2010 | 434 | 1.2% |
wstation_eyear
Real number (ℝ≥0)
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2016.333184 |
|---|---|
| Minimum | 1993 |
| Maximum | 2020 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 278.8 KiB |
Quantile statistics
| Minimum | 1993 |
|---|---|
| 5-th percentile | 2005 |
| Q1 | 2014 |
| median | 2020 |
| Q3 | 2020 |
| 95-th percentile | 2020 |
| Maximum | 2020 |
| Range | 27 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 6.255906411 |
|---|---|
| Coefficient of variation (CV) | 0.003102615412 |
| Kurtosis | 0.3740694227 |
| Mean | 2016.333184 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.389042904 |
| Sum | 71948817 |
| Variance | 39.13636503 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2020 | 23575 | 66.1% | |
| 2005 | 4478 | 12.5% | |
| 2010 | 1617 | 4.5% | |
| 2019 | 1487 | 4.2% | |
| 2018 | 1311 | 3.7% | |
| 2004 | 766 | 2.1% | |
| 1999 | 275 | 0.8% | |
| 2003 | 265 | 0.7% | |
| 2013 | 218 | 0.6% | |
| 2009 | 214 | 0.6% | |
| Other values (18) | 1477 | 4.1% |
| Value | Count | Frequency (%) | |
| 1993 | 8 | < 0.1% | |
| 1994 | 16 | < 0.1% | |
| 1995 | 33 | 0.1% | |
| 1996 | 106 | 0.3% | |
| 1997 | 19 | 0.1% |
| Value | Count | Frequency (%) | |
| 2020 | 23575 | 66.1% | |
| 2019 | 1487 | 4.2% | |
| 2018 | 1311 | 3.7% | |
| 2017 | 73 | 0.2% | |
| 2016 | 204 | 0.6% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.572107166 |
|---|---|
| Minimum | 0.1 |
| Maximum | 50 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 278.8 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.1 |
| median | 0.1 |
| Q3 | 1 |
| 95-th percentile | 10 |
| Maximum | 50 |
| Range | 49.9 |
| Interquartile range (IQR) | 0.9 |
Descriptive statistics
| Standard deviation | 9.929546344 |
|---|---|
| Coefficient of variation (CV) | 3.860471475 |
| Kurtosis | 18.52654058 |
| Mean | 2.572107166 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.498978175 |
| Sum | 91780.5 |
| Variance | 98.5958906 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.1 | 25185 | 70.6% | |
| 1 | 7525 | 21.1% | |
| 50 | 1475 | 4.1% | |
| 3 | 999 | 2.8% | |
| 10 | 499 | 1.4% |
| Value | Count | Frequency (%) | |
| 0.1 | 25185 | 70.6% | |
| 1 | 7525 | 21.1% | |
| 3 | 999 | 2.8% | |
| 10 | 499 | 1.4% | |
| 50 | 1475 | 4.1% |
| Value | Count | Frequency (%) | |
| 50 | 1475 | 4.1% | |
| 10 | 499 | 1.4% | |
| 3 | 999 | 2.8% | |
| 1 | 7525 | 21.1% | |
| 0.1 | 25185 | 70.6% |
| Distinct | 10413 |
|---|---|
| Distinct (%) | 29.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 278.8 KiB |
| 999999-94943-2005.gz | 193 |
|---|---|
| 999999-94060-2011.gz | 175 |
| 999999-63896-2007.gz | 144 |
| 999999-73801-2012.gz | 137 |
| 999999-54828-2006.gz | 134 |
| Other values (10408) |
| Value | Count | Frequency (%) | |
| 999999-94943-2005.gz | 193 | 0.5% | |
| 999999-94060-2011.gz | 175 | 0.5% | |
| 999999-63896-2007.gz | 144 | 0.4% | |
| 999999-73801-2012.gz | 137 | 0.4% | |
| 999999-54828-2006.gz | 134 | 0.4% | |
| 999999-54918-2013.gz | 121 | 0.3% | |
| 999999-53927-2015.gz | 98 | 0.3% | |
| 785140-99999-2005.gz | 83 | 0.2% | |
| 999999-04126-2014.gz | 79 | 0.2% | |
| 999999-63898-2008.gz | 78 | 0.2% | |
| Other values (10403) | 34441 | 96.5% |
Unique
| Unique | 4388 ? |
|---|---|
| Unique (%) | 12.3% |
Length
| Max length | 20 |
|---|---|
| Median length | 20 |
| Mean length | 20 |
| Min length | 20 |
| Distinct | 33303 |
|---|---|
| Distinct (%) | 93.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.4552794 |
|---|---|
| Minimum | -49.21052632 |
| Maximum | 46.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 278.8 KiB |
Quantile statistics
| Minimum | -49.21052632 |
|---|---|
| 5-th percentile | 1.707460873 |
| Q1 | 8.837995118 |
| median | 15.10643564 |
| Q3 | 22.9824197 |
| 95-th percentile | 28.38419369 |
| Maximum | 46.6 |
| Range | 95.81052632 |
| Interquartile range (IQR) | 14.14442459 |
Descriptive statistics
| Standard deviation | 8.667096645 |
|---|---|
| Coefficient of variation (CV) | 0.560785504 |
| Kurtosis | -0.6029950479 |
| Mean | 15.4552794 |
| Median Absolute Deviation (MAD) | 7.014726515 |
| Skewness | -0.1419086177 |
| Sum | 551490.7347 |
| Variance | 75.11856426 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 15.4552794 | 108 | 0.3% | |
| 22 | 17 | < 0.1% | |
| 13 | 17 | < 0.1% | |
| 15 | 11 | < 0.1% | |
| 1 | 9 | < 0.1% | |
| 21 | 9 | < 0.1% | |
| 24 | 8 | < 0.1% | |
| 18 | 7 | < 0.1% | |
| 0.44011065 | 7 | < 0.1% | |
| 24.54446461 | 6 | < 0.1% | |
| Other values (33293) | 35484 | 99.4% |
| Value | Count | Frequency (%) | |
| -49.21052632 | 2 | < 0.1% | |
| -18.8 | 1 | < 0.1% | |
| -16.0787234 | 1 | < 0.1% | |
| -15.65116279 | 1 | < 0.1% | |
| -14.6 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 46.6 | 1 | < 0.1% | |
| 41.67781955 | 1 | < 0.1% | |
| 40 | 1 | < 0.1% | |
| 37.2803532 | 1 | < 0.1% | |
| 37.19756098 | 1 | < 0.1% |
| Distinct | 31883 |
|---|---|
| Distinct (%) | 89.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.18845909 |
|---|---|
| Minimum | -37 |
| Maximum | 51.56779661 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 278.8 KiB |
Quantile statistics
| Minimum | -37 |
|---|---|
| 5-th percentile | 2.80191319 |
| Q1 | 9.920366074 |
| median | 16.18845909 |
| Q3 | 23.18441517 |
| 95-th percentile | 28.79941727 |
| Maximum | 51.56779661 |
| Range | 88.56779661 |
| Interquartile range (IQR) | 13.26404909 |
Descriptive statistics
| Standard deviation | 8.298163584 |
|---|---|
| Coefficient of variation (CV) | 0.5125974953 |
| Kurtosis | -0.6363246566 |
| Mean | 16.18845909 |
| Median Absolute Deviation (MAD) | 6.616002847 |
| Skewness | -0.1219550251 |
| Sum | 577652.7858 |
| Variance | 68.85951887 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 16.18845909 | 1452 | 4.1% | |
| 22 | 9 | < 0.1% | |
| 13 | 9 | < 0.1% | |
| 30 | 8 | < 0.1% | |
| 1 | 8 | < 0.1% | |
| 27 | 8 | < 0.1% | |
| 24 | 8 | < 0.1% | |
| 1.814640884 | 7 | < 0.1% | |
| 9 | 7 | < 0.1% | |
| 15 | 7 | < 0.1% | |
| Other values (31873) | 34160 | 95.7% |
| Value | Count | Frequency (%) | |
| -37 | 1 | < 0.1% | |
| -18.8 | 1 | < 0.1% | |
| -17.36883538 | 1 | < 0.1% | |
| -16.93209076 | 2 | < 0.1% | |
| -15.94447789 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 51.56779661 | 1 | < 0.1% | |
| 46 | 1 | < 0.1% | |
| 40 | 1 | < 0.1% | |
| 38.26814404 | 1 | < 0.1% | |
| 38.03043478 | 1 | < 0.1% |
| Distinct | 30639 |
|---|---|
| Distinct (%) | 85.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.61028145 |
|---|---|
| Minimum | -19.57113095 |
| Maximum | 55 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 278.8 KiB |
Quantile statistics
| Minimum | -19.57113095 |
|---|---|
| 5-th percentile | 3.292974062 |
| Q1 | 10.47371079 |
| median | 16.61028145 |
| Q3 | 23.39811991 |
| 95-th percentile | 29.19453552 |
| Maximum | 55 |
| Range | 74.57113095 |
| Interquartile range (IQR) | 12.92440912 |
Descriptive statistics
| Standard deviation | 8.216445469 |
|---|---|
| Coefficient of variation (CV) | 0.4946602195 |
| Kurtosis | -0.5382140277 |
| Mean | 16.61028145 |
| Median Absolute Deviation (MAD) | 6.459686212 |
| Skewness | -0.1476128907 |
| Sum | 592704.673 |
| Variance | 67.50997614 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 16.61028145 | 2079 | 5.8% | |
| 25 | 11 | < 0.1% | |
| 24 | 9 | < 0.1% | |
| 27 | 8 | < 0.1% | |
| 17 | 8 | < 0.1% | |
| 9 | 8 | < 0.1% | |
| 12 | 8 | < 0.1% | |
| 1 | 7 | < 0.1% | |
| 15 | 7 | < 0.1% | |
| 3.480952381 | 7 | < 0.1% | |
| Other values (30629) | 33531 | 94.0% |
| Value | Count | Frequency (%) | |
| -19.57113095 | 2 | < 0.1% | |
| -18.078 | 1 | < 0.1% | |
| -16.89863014 | 2 | < 0.1% | |
| -16.45995037 | 5 | < 0.1% | |
| -15.92083333 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 55 | 1 | < 0.1% | |
| 52.01449275 | 1 | < 0.1% | |
| 50.5 | 1 | < 0.1% | |
| 41.16666667 | 1 | < 0.1% | |
| 40 | 1 | < 0.1% |
| Distinct | 33571 |
|---|---|
| Distinct (%) | 94.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.6656543 |
|---|---|
| Minimum | -22.75 |
| Maximum | 55 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 278.8 KiB |
Quantile statistics
| Minimum | -22.75 |
|---|---|
| 5-th percentile | 3.743401701 |
| Q1 | 10.94469315 |
| median | 16.36333333 |
| Q3 | 23.29039549 |
| 95-th percentile | 28.53251614 |
| Maximum | 55 |
| Range | 77.75 |
| Interquartile range (IQR) | 12.34570234 |
Descriptive statistics
| Standard deviation | 7.901647137 |
|---|---|
| Coefficient of variation (CV) | 0.4741276276 |
| Kurtosis | -0.4709493366 |
| Mean | 16.6656543 |
| Median Absolute Deviation (MAD) | 6.05447749 |
| Skewness | -0.1538845693 |
| Sum | 594680.5425 |
| Variance | 62.43602747 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 22 | 17 | < 0.1% | |
| 24 | 12 | < 0.1% | |
| 10.5 | 11 | < 0.1% | |
| 20 | 10 | < 0.1% | |
| 29 | 8 | < 0.1% | |
| 30 | 8 | < 0.1% | |
| 1 | 8 | < 0.1% | |
| 19 | 7 | < 0.1% | |
| 10 | 7 | < 0.1% | |
| 18 | 7 | < 0.1% | |
| Other values (33561) | 35588 | 99.7% |
| Value | Count | Frequency (%) | |
| -22.75 | 1 | < 0.1% | |
| -16.72625815 | 2 | < 0.1% | |
| -15.46325835 | 1 | < 0.1% | |
| -15.17019831 | 1 | < 0.1% | |
| -14.25 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 55 | 1 | < 0.1% | |
| 52 | 1 | < 0.1% | |
| 48.4200363 | 1 | < 0.1% | |
| 44 | 1 | < 0.1% | |
| 40.61111111 | 1 | < 0.1% |
| Distinct | 32857 |
|---|---|
| Distinct (%) | 92.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.156725914 |
|---|---|
| Minimum | 0.024922118 |
| Maximum | 29.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 278.8 KiB |
Quantile statistics
| Minimum | 0.024922118 |
|---|---|
| 5-th percentile | 1.476234598 |
| Q1 | 2.35266995 |
| median | 3.07890411 |
| Q3 | 3.835584028 |
| 95-th percentile | 5.173047009 |
| Maximum | 29.8 |
| Range | 29.77507788 |
| Interquartile range (IQR) | 1.482914079 |
Descriptive statistics
| Standard deviation | 1.156696664 |
|---|---|
| Coefficient of variation (CV) | 0.3664229 |
| Kurtosis | 15.18567087 |
| Mean | 3.156725914 |
| Median Absolute Deviation (MAD) | 0.739686597 |
| Skewness | 1.314381029 |
| Sum | 112641.4508 |
| Variance | 1.337947173 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 3.156725914 | 500 | 1.4% | |
| 5.1 | 24 | 0.1% | |
| 2.6 | 19 | 0.1% | |
| 3.6 | 17 | < 0.1% | |
| 3.1 | 17 | < 0.1% | |
| 2.1 | 14 | < 0.1% | |
| 2.5 | 10 | < 0.1% | |
| 7.7 | 8 | < 0.1% | |
| 2.55 | 7 | < 0.1% | |
| 4.518899859 | 7 | < 0.1% | |
| Other values (32847) | 35060 | 98.3% |
| Value | Count | Frequency (%) | |
| 0.024922118 | 1 | < 0.1% | |
| 0.025694444 | 1 | < 0.1% | |
| 0.033962264 | 1 | < 0.1% | |
| 0.115384615 | 1 | < 0.1% | |
| 0.167155067 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 29.8 | 1 | < 0.1% | |
| 25.7 | 1 | < 0.1% | |
| 21.1 | 1 | < 0.1% | |
| 15.9 | 1 | < 0.1% | |
| 15.33110465 | 1 | < 0.1% |
| Distinct | 31266 |
|---|---|
| Distinct (%) | 87.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.15515711 |
|---|---|
| Minimum | 0.017250324 |
| Maximum | 29.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 278.8 KiB |
Quantile statistics
| Minimum | 0.017250324 |
|---|---|
| 5-th percentile | 1.43472544 |
| Q1 | 2.350858414 |
| median | 3.131422018 |
| Q3 | 3.818771202 |
| 95-th percentile | 5.223092264 |
| Maximum | 29.8 |
| Range | 29.78274968 |
| Interquartile range (IQR) | 1.467912788 |
Descriptive statistics
| Standard deviation | 1.174516981 |
|---|---|
| Coefficient of variation (CV) | 0.3722530891 |
| Kurtosis | 14.314756 |
| Mean | 3.15515711 |
| Median Absolute Deviation (MAD) | 0.738012611 |
| Skewness | 1.294631409 |
| Sum | 112585.4712 |
| Variance | 1.379490139 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 3.15515711 | 1846 | 5.2% | |
| 3.6 | 15 | < 0.1% | |
| 2.6 | 13 | < 0.1% | |
| 3.1 | 13 | < 0.1% | |
| 5.1 | 13 | < 0.1% | |
| 2.5 | 11 | < 0.1% | |
| 2 | 11 | < 0.1% | |
| 3.3 | 10 | < 0.1% | |
| 7.7 | 10 | < 0.1% | |
| 3 | 9 | < 0.1% | |
| Other values (31256) | 33732 | 94.5% |
| Value | Count | Frequency (%) | |
| 0.017250324 | 1 | < 0.1% | |
| 0.017334778 | 1 | < 0.1% | |
| 0.031388889 | 1 | < 0.1% | |
| 0.078947368 | 1 | < 0.1% | |
| 0.115384615 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 29.8 | 1 | < 0.1% | |
| 25.7 | 1 | < 0.1% | |
| 21.1 | 1 | < 0.1% | |
| 16.83675214 | 1 | < 0.1% | |
| 14.07932011 | 1 | < 0.1% |
| Distinct | 29335 |
|---|---|
| Distinct (%) | 82.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.136239891 |
|---|---|
| Minimum | 0.005189621 |
| Maximum | 25.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 278.8 KiB |
Quantile statistics
| Minimum | 0.005189621 |
|---|---|
| 5-th percentile | 1.308752688 |
| Q1 | 2.29527163 |
| median | 3.134319527 |
| Q3 | 3.810417797 |
| 95-th percentile | 5.32278481 |
| Maximum | 25.7 |
| Range | 25.69481038 |
| Interquartile range (IQR) | 1.515146167 |
Descriptive statistics
| Standard deviation | 1.237166117 |
|---|---|
| Coefficient of variation (CV) | 0.394474326 |
| Kurtosis | 6.775091824 |
| Mean | 3.136239891 |
| Median Absolute Deviation (MAD) | 0.768980882 |
| Skewness | 1.039628978 |
| Sum | 111910.448 |
| Variance | 1.530580001 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 3.136239891 | 2466 | 6.9% | |
| 3.6 | 25 | 0.1% | |
| 2.5 | 15 | < 0.1% | |
| 3.1 | 15 | < 0.1% | |
| 2.6 | 10 | < 0.1% | |
| 2 | 10 | < 0.1% | |
| 1.9 | 9 | < 0.1% | |
| 2.7 | 8 | < 0.1% | |
| 3.4 | 8 | < 0.1% | |
| 1.8 | 8 | < 0.1% | |
| Other values (29325) | 33109 | 92.8% |
| Value | Count | Frequency (%) | |
| 0.005189621 | 1 | < 0.1% | |
| 0.012560386 | 1 | < 0.1% | |
| 0.013226453 | 1 | < 0.1% | |
| 0.015308151 | 1 | < 0.1% | |
| 0.018452381 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 25.7 | 1 | < 0.1% | |
| 21.1 | 1 | < 0.1% | |
| 19.88060606 | 1 | < 0.1% | |
| 15.70658683 | 1 | < 0.1% | |
| 12.68167331 | 1 | < 0.1% |
Wind_cont
Real number (ℝ≥0)
| Distinct | 33011 |
|---|---|
| Distinct (%) | 92.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.160146134 |
|---|---|
| Minimum | 0.015328467 |
| Maximum | 24.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 278.8 KiB |
Quantile statistics
| Minimum | 0.015328467 |
|---|---|
| 5-th percentile | 1.4525068 |
| Q1 | 2.365979109 |
| median | 3.061559889 |
| Q3 | 3.819788099 |
| 95-th percentile | 5.236668966 |
| Maximum | 24.2 |
| Range | 24.18467153 |
| Interquartile range (IQR) | 1.453808991 |
Descriptive statistics
| Standard deviation | 1.183834285 |
|---|---|
| Coefficient of variation (CV) | 0.3746137788 |
| Kurtosis | 7.882182132 |
| Mean | 3.160146134 |
| Median Absolute Deviation (MAD) | 0.723995 |
| Skewness | 1.142474661 |
| Sum | 112763.4945 |
| Variance | 1.401463614 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 3.149374305 | 365 | 1.0% | |
| 3.6 | 20 | 0.1% | |
| 5.1 | 19 | 0.1% | |
| 2.6 | 18 | 0.1% | |
| 3.1 | 14 | < 0.1% | |
| 4.125 | 13 | < 0.1% | |
| 2.1 | 12 | < 0.1% | |
| 2.5 | 12 | < 0.1% | |
| 4.1 | 10 | < 0.1% | |
| 3.85 | 10 | < 0.1% | |
| Other values (33001) | 35190 | 98.6% |
| Value | Count | Frequency (%) | |
| 0.015328467 | 2 | < 0.1% | |
| 0.020356234 | 1 | < 0.1% | |
| 0.02517857133 | 1 | < 0.1% | |
| 0.065625 | 1 | < 0.1% | |
| 0.098360656 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 24.2 | 1 | < 0.1% | |
| 21.1 | 1 | < 0.1% | |
| 20.91207996 | 1 | < 0.1% | |
| 17.34948762 | 1 | < 0.1% | |
| 14.19266205 | 1 | < 0.1% |
| Distinct | 32229 |
|---|---|
| Distinct (%) | 90.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.18333945 |
|---|---|
| Minimum | 5.625 |
| Maximum | 96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 278.8 KiB |
Quantile statistics
| Minimum | 5.625 |
|---|---|
| 5-th percentile | 35.82248536 |
| Q1 | 57.70514243 |
| median | 64.52844311 |
| Q3 | 70.45355296 |
| 95-th percentile | 77.61120965 |
| Maximum | 96 |
| Range | 90.375 |
| Interquartile range (IQR) | 12.74841052 |
Descriptive statistics
| Standard deviation | 12.56385212 |
|---|---|
| Coefficient of variation (CV) | 0.2020453103 |
| Kurtosis | 1.743381062 |
| Mean | 62.18333945 |
| Median Absolute Deviation (MAD) | 6.24719189 |
| Skewness | -1.222788218 |
| Sum | 2218888.102 |
| Variance | 157.85038 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 62.18333945 | 1272 | 3.6% | |
| 67 | 20 | 0.1% | |
| 94 | 12 | < 0.1% | |
| 88 | 11 | < 0.1% | |
| 61 | 11 | < 0.1% | |
| 37 | 8 | < 0.1% | |
| 52 | 8 | < 0.1% | |
| 77 | 8 | < 0.1% | |
| 78 | 7 | < 0.1% | |
| 66.95710059 | 7 | < 0.1% | |
| Other values (32219) | 34319 | 96.2% |
| Value | Count | Frequency (%) | |
| 5.625 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 7.263812155 | 1 | < 0.1% | |
| 8.872077029 | 1 | < 0.1% | |
| 9.351165981 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 96 | 1 | < 0.1% | |
| 94 | 12 | < 0.1% | |
| 93.91666667 | 1 | < 0.1% | |
| 93.75757576 | 1 | < 0.1% | |
| 93.40298507 | 1 | < 0.1% |
| Distinct | 30771 |
|---|---|
| Distinct (%) | 86.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.97720575 |
|---|---|
| Minimum | 5.977777778 |
| Maximum | 94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 278.8 KiB |
Quantile statistics
| Minimum | 5.977777778 |
|---|---|
| 5-th percentile | 34.37607284 |
| Q1 | 56.14859826 |
| median | 62.54004577 |
| Q3 | 69.48261154 |
| 95-th percentile | 77.39713414 |
| Maximum | 94 |
| Range | 88.02222222 |
| Interquartile range (IQR) | 13.33401328 |
Descriptive statistics
| Standard deviation | 12.71301598 |
|---|---|
| Coefficient of variation (CV) | 0.208488005 |
| Kurtosis | 1.537620718 |
| Mean | 60.97720575 |
| Median Absolute Deviation (MAD) | 6.74432334 |
| Skewness | -1.112884939 |
| Sum | 2175849.633 |
| Variance | 161.6207752 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 60.97720575 | 2619 | 7.3% | |
| 61 | 9 | < 0.1% | |
| 68 | 9 | < 0.1% | |
| 65 | 7 | < 0.1% | |
| 55 | 7 | < 0.1% | |
| 62.96666667 | 7 | < 0.1% | |
| 36 | 7 | < 0.1% | |
| 71 | 7 | < 0.1% | |
| 94 | 7 | < 0.1% | |
| 75.2437276 | 6 | < 0.1% | |
| Other values (30761) | 32998 | 92.5% |
| Value | Count | Frequency (%) | |
| 5.977777778 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 6.4 | 1 | < 0.1% | |
| 7.547945205 | 1 | < 0.1% | |
| 7.889807163 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 94 | 7 | < 0.1% | |
| 93.83333333 | 1 | < 0.1% | |
| 93.75 | 1 | < 0.1% | |
| 93.5 | 1 | < 0.1% | |
| 93.45454545 | 1 | < 0.1% |
| Distinct | 29183 |
|---|---|
| Distinct (%) | 81.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.81104416 |
|---|---|
| Minimum | 5.976608187 |
| Maximum | 96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 278.8 KiB |
Quantile statistics
| Minimum | 5.976608187 |
|---|---|
| 5-th percentile | 32.84725275 |
| Q1 | 53.9141072 |
| median | 60.65048544 |
| Q3 | 68.69465102 |
| 95-th percentile | 77.88571429 |
| Maximum | 96 |
| Range | 90.02339181 |
| Interquartile range (IQR) | 14.78054382 |
Descriptive statistics
| Standard deviation | 13.20579566 |
|---|---|
| Coefficient of variation (CV) | 0.2207919263 |
| Kurtosis | 1.063163753 |
| Mean | 59.81104416 |
| Median Absolute Deviation (MAD) | 7.55978351 |
| Skewness | -0.9081584586 |
| Sum | 2134237.489 |
| Variance | 174.3930389 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 59.81104416 | 3226 | 9.0% | |
| 70 | 15 | < 0.1% | |
| 49 | 11 | < 0.1% | |
| 78 | 9 | < 0.1% | |
| 61 | 9 | < 0.1% | |
| 65.5 | 9 | < 0.1% | |
| 88 | 9 | < 0.1% | |
| 75 | 8 | < 0.1% | |
| 59 | 8 | < 0.1% | |
| 66 | 8 | < 0.1% | |
| Other values (29173) | 32371 | 90.7% |
| Value | Count | Frequency (%) | |
| 5.976608187 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 6.4 | 1 | < 0.1% | |
| 6.464285714 | 1 | < 0.1% | |
| 8.146814404 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 96 | 1 | < 0.1% | |
| 95.24 | 1 | < 0.1% | |
| 94 | 7 | < 0.1% | |
| 93.75 | 1 | < 0.1% | |
| 93.51351351 | 1 | < 0.1% |
Hum_cont
Real number (ℝ≥0)
| Distinct | 32413 |
|---|---|
| Distinct (%) | 90.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.42273532 |
|---|---|
| Minimum | 7.458333333 |
| Maximum | 94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 278.8 KiB |
Quantile statistics
| Minimum | 7.458333333 |
|---|---|
| 5-th percentile | 34.50931365 |
| Q1 | 56.68369989 |
| median | 63.74632713 |
| Q3 | 69.79295486 |
| 95-th percentile | 77.53348809 |
| Maximum | 94 |
| Range | 86.54166667 |
| Interquartile range (IQR) | 13.10925496 |
Descriptive statistics
| Standard deviation | 12.76061831 |
|---|---|
| Coefficient of variation (CV) | 0.2077507334 |
| Kurtosis | 1.603077018 |
| Mean | 61.42273532 |
| Median Absolute Deviation (MAD) | 6.439882647 |
| Skewness | -1.172388895 |
| Sum | 2191747.464 |
| Variance | 162.8333796 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 60.99052979 | 1142 | 3.2% | |
| 58 | 15 | < 0.1% | |
| 70 | 10 | < 0.1% | |
| 61 | 10 | < 0.1% | |
| 88 | 8 | < 0.1% | |
| 22 | 8 | < 0.1% | |
| 67 | 8 | < 0.1% | |
| 48 | 7 | < 0.1% | |
| 11 | 7 | < 0.1% | |
| 56 | 7 | < 0.1% | |
| Other values (32403) | 34461 | 96.6% |
| Value | Count | Frequency (%) | |
| 7.458333333 | 1 | < 0.1% | |
| 8.448275862 | 1 | < 0.1% | |
| 8.576923077 | 1 | < 0.1% | |
| 8.685185185 | 1 | < 0.1% | |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 94 | 6 | < 0.1% | |
| 93.25555556 | 1 | < 0.1% | |
| 93 | 1 | < 0.1% | |
| 92.33333333 | 1 | < 0.1% | |
| 92 | 1 | < 0.1% |
| Distinct | 2638 |
|---|---|
| Distinct (%) | 7.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.20791413 |
|---|---|
| Minimum | 0 |
| Maximum | 13560.8 |
| Zeros | 16227 |
| Zeros (%) | 45.5% |
| Memory size | 278.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2.6 |
| Q3 | 45 |
| 95-th percentile | 155.8 |
| Maximum | 13560.8 |
| Range | 13560.8 |
| Interquartile range (IQR) | 45 |
Descriptive statistics
| Standard deviation | 136.8483483 |
|---|---|
| Coefficient of variation (CV) | 3.403517721 |
| Kurtosis | 2818.640087 |
| Mean | 40.20791413 |
| Median Absolute Deviation (MAD) | 2.6 |
| Skewness | 35.09536395 |
| Sum | 1434739 |
| Variance | 18727.47043 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 16227 | 45.5% | |
| 0.3 | 267 | 0.7% | |
| 0.5 | 175 | 0.5% | |
| 0.8 | 164 | 0.5% | |
| 1 | 137 | 0.4% | |
| 1.8 | 113 | 0.3% | |
| 1.3 | 90 | 0.3% | |
| 1.5 | 79 | 0.2% | |
| 2.3 | 79 | 0.2% | |
| 7.9 | 77 | 0.2% | |
| Other values (2628) | 18275 | 51.2% |
| Value | Count | Frequency (%) | |
| 0 | 16227 | 45.5% | |
| 0.3 | 267 | 0.7% | |
| 0.5 | 175 | 0.5% | |
| 0.6 | 60 | 0.2% | |
| 0.8 | 164 | 0.5% |
| Value | Count | Frequency (%) | |
| 13560.8 | 1 | < 0.1% | |
| 4936.7 | 1 | < 0.1% | |
| 3267 | 1 | < 0.1% | |
| 2899 | 1 | < 0.1% | |
| 2839 | 1 | < 0.1% |
| Distinct | 1669 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.01216826 |
|---|---|
| Minimum | 0 |
| Maximum | 2527 |
| Zeros | 18932 |
| Zeros (%) | 53.1% |
| Memory size | 278.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 15.7 |
| 95-th percentile | 75.9 |
| Maximum | 2527 |
| Range | 2527 |
| Interquartile range (IQR) | 15.7 |
Descriptive statistics
| Standard deviation | 69.50628523 |
|---|---|
| Coefficient of variation (CV) | 3.858851651 |
| Kurtosis | 534.6646407 |
| Mean | 18.01216826 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 18.6662257 |
| Sum | 642728.2 |
| Variance | 4831.123686 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 18932 | 53.1% | |
| 0.3 | 564 | 1.6% | |
| 0.5 | 301 | 0.8% | |
| 0.8 | 237 | 0.7% | |
| 1 | 222 | 0.6% | |
| 1.3 | 221 | 0.6% | |
| 0.6 | 165 | 0.5% | |
| 1.8 | 162 | 0.5% | |
| 1.5 | 154 | 0.4% | |
| 2.3 | 141 | 0.4% | |
| Other values (1659) | 14584 | 40.9% |
| Value | Count | Frequency (%) | |
| 0 | 18932 | 53.1% | |
| 0.3 | 564 | 1.6% | |
| 0.5 | 301 | 0.8% | |
| 0.6 | 165 | 0.5% | |
| 0.8 | 237 | 0.7% |
| Value | Count | Frequency (%) | |
| 2527 | 8 | < 0.1% | |
| 2466 | 1 | < 0.1% | |
| 1908 | 1 | < 0.1% | |
| 1774 | 1 | < 0.1% | |
| 1638 | 3 | < 0.1% |
| Distinct | 1069 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.481161898 |
|---|---|
| Minimum | 0 |
| Maximum | 1638 |
| Zeros | 23207 |
| Zeros (%) | 65.0% |
| Memory size | 278.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2.3 |
| 95-th percentile | 35.8 |
| Maximum | 1638 |
| Range | 1638 |
| Interquartile range (IQR) | 2.3 |
Descriptive statistics
| Standard deviation | 38.30423458 |
|---|---|
| Coefficient of variation (CV) | 5.120091652 |
| Kurtosis | 749.9074691 |
| Mean | 7.481161898 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 22.59013922 |
| Sum | 266950.3 |
| Variance | 1467.214387 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 23207 | 65.0% | |
| 0.3 | 900 | 2.5% | |
| 0.5 | 414 | 1.2% | |
| 0.8 | 342 | 1.0% | |
| 1 | 307 | 0.9% | |
| 1.3 | 261 | 0.7% | |
| 0.6 | 256 | 0.7% | |
| 2 | 208 | 0.6% | |
| 1.8 | 201 | 0.6% | |
| 1.5 | 185 | 0.5% | |
| Other values (1059) | 9402 | 26.3% |
| Value | Count | Frequency (%) | |
| 0 | 23207 | 65.0% | |
| 0.3 | 900 | 2.5% | |
| 0.5 | 414 | 1.2% | |
| 0.6 | 256 | 0.7% | |
| 0.8 | 342 | 1.0% |
| Value | Count | Frequency (%) | |
| 1638 | 5 | < 0.1% | |
| 1424 | 1 | < 0.1% | |
| 1320 | 1 | < 0.1% | |
| 1250 | 1 | < 0.1% | |
| 1187 | 1 | < 0.1% |
| Distinct | 2349 |
|---|---|
| Distinct (%) | 6.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.74972396 |
|---|---|
| Minimum | 0 |
| Maximum | 2126 |
| Zeros | 25239 |
| Zeros (%) | 70.7% |
| Memory size | 278.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 7.7 |
| 95-th percentile | 131.3 |
| Maximum | 2126 |
| Range | 2126 |
| Interquartile range (IQR) | 7.7 |
Descriptive statistics
| Standard deviation | 72.53060366 |
|---|---|
| Coefficient of variation (CV) | 3.053955649 |
| Kurtosis | 160.1716517 |
| Mean | 23.74972396 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.404680374 |
| Sum | 847461.4 |
| Variance | 5260.688467 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 25239 | 70.7% | |
| 0.3 | 169 | 0.5% | |
| 0.5 | 97 | 0.3% | |
| 0.8 | 83 | 0.2% | |
| 1 | 74 | 0.2% | |
| 1.3 | 54 | 0.2% | |
| 1.8 | 44 | 0.1% | |
| 2.3 | 39 | 0.1% | |
| 3 | 37 | 0.1% | |
| 3.6 | 34 | 0.1% | |
| Other values (2339) | 9813 | 27.5% |
| Value | Count | Frequency (%) | |
| 0 | 25239 | 70.7% | |
| 0.3 | 169 | 0.5% | |
| 0.5 | 97 | 0.3% | |
| 0.6 | 34 | 0.1% | |
| 0.8 | 83 | 0.2% |
| Value | Count | Frequency (%) | |
| 2126 | 1 | < 0.1% | |
| 2021 | 1 | < 0.1% | |
| 1906 | 1 | < 0.1% | |
| 1776.9 | 1 | < 0.1% | |
| 1743 | 1 | < 0.1% |
| Distinct | 35070 |
|---|---|
| Distinct (%) | 98.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2405336321 |
|---|---|
| Minimum | 0.000390296094 |
| Maximum | 0.98889249 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 278.8 KiB |
Quantile statistics
| Minimum | 0.000390296094 |
|---|---|
| 5-th percentile | 0.07084114033 |
| Q1 | 0.142776288 |
| median | 0.211509556 |
| Q3 | 0.2885385641 |
| 95-th percentile | 0.5032465633 |
| Maximum | 0.98889249 |
| Range | 0.9885021939 |
| Interquartile range (IQR) | 0.1457622761 |
Descriptive statistics
| Standard deviation | 0.1343506146 |
|---|---|
| Coefficient of variation (CV) | 0.5585523048 |
| Kurtosis | 2.297661631 |
| Mean | 0.2405336321 |
| Median Absolute Deviation (MAD) | 0.07193906595 |
| Skewness | 1.236535011 |
| Sum | 8582.961594 |
| Variance | 0.01805008764 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.0203076585 | 10 | < 0.1% | |
| 0.02167560651 | 9 | < 0.1% | |
| 0.02029442702 | 9 | < 0.1% | |
| 0.02086862437 | 8 | < 0.1% | |
| 0.01732926128 | 8 | < 0.1% | |
| 0.4021945359 | 7 | < 0.1% | |
| 0.01901796798 | 7 | < 0.1% | |
| 0.02040755263 | 7 | < 0.1% | |
| 0.01932802608 | 7 | < 0.1% | |
| 0.01955380639 | 6 | < 0.1% | |
| Other values (35060) | 35605 | 99.8% |
| Value | Count | Frequency (%) | |
| 0.000390296094 | 1 | < 0.1% | |
| 0.0005486117097 | 1 | < 0.1% | |
| 0.00115808082 | 1 | < 0.1% | |
| 0.001316590235 | 1 | < 0.1% | |
| 0.00221340794 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.98889249 | 1 | < 0.1% | |
| 0.9749885674 | 1 | < 0.1% | |
| 0.970484472 | 1 | < 0.1% | |
| 0.9698458467 | 1 | < 0.1% | |
| 0.9678972373 | 1 | < 0.1% |
Cause
Categorical
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 35.5 KiB |
| Debris Burning | |
|---|---|
| Arson | |
| Miscellaneous | |
| Lightning | |
| Missing/Undefined | |
| Other values (8) |
| Value | Count | Frequency (%) | |
| Debris Burning | 9986 | 28.0% | |
| Arson | 6217 | 17.4% | |
| Miscellaneous | 5736 | 16.1% | |
| Lightning | 4080 | 11.4% | |
| Missing/Undefined | 3005 | 8.4% | |
| Equipment Use | 2898 | 8.1% | |
| Campfire | 909 | 2.5% | |
| Children | 894 | 2.5% | |
| Smoking | 780 | 2.2% | |
| Railroad | 619 | 1.7% | |
| Other values (3) | 559 | 1.6% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 13 |
| Mean length | 11.23232352 |
| Min length | 5 |
Vegetation_4
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.8 KiB |
| 0 | |
|---|---|
| 1 | 511 |
| Value | Count | Frequency (%) | |
| 0 | 35172 | 98.6% | |
| 1 | 511 | 1.4% |
Vegetation_9
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.8 KiB |
| 0 | |
|---|---|
| 1 | 2262 |
| Value | Count | Frequency (%) | |
| 0 | 33421 | 93.7% | |
| 1 | 2262 | 6.3% |
Vegetation_12
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.8 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 23720 | 66.5% | |
| 1 | 11963 | 33.5% |
Vegetation_14
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.8 KiB |
| 0 | |
|---|---|
| 1 | 387 |
| Value | Count | Frequency (%) | |
| 0 | 35296 | 98.9% | |
| 1 | 387 | 1.1% |
Vegetation_15
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.8 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 28761 | 80.6% | |
| 1 | 6922 | 19.4% |
Vegetation_16
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.8 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 27764 | 77.8% | |
| 1 | 7919 | 22.2% |
Cause_Campfire
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.8 KiB |
| 0 | |
|---|---|
| 1 | 909 |
| Value | Count | Frequency (%) | |
| 0 | 34774 | 97.5% | |
| 1 | 909 | 2.5% |
Cause_Children
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.8 KiB |
| 0 | |
|---|---|
| 1 | 894 |
| Value | Count | Frequency (%) | |
| 0 | 34789 | 97.5% | |
| 1 | 894 | 2.5% |
Cause_Debris Burning
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.8 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 25697 | 72.0% | |
| 1 | 9986 | 28.0% |
Cause_Equipment Use
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.8 KiB |
| 0 | |
|---|---|
| 1 | 2898 |
| Value | Count | Frequency (%) | |
| 0 | 32785 | 91.9% | |
| 1 | 2898 | 8.1% |
Cause_Fireworks
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.8 KiB |
| 0 | |
|---|---|
| 1 | 166 |
| Value | Count | Frequency (%) | |
| 0 | 35517 | 99.5% | |
| 1 | 166 | 0.5% |
Cause_Lightning
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.8 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 31603 | 88.6% | |
| 1 | 4080 | 11.4% |
Cause_Miscellaneous
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.8 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 29947 | 83.9% | |
| 1 | 5736 | 16.1% |
Cause_Missing/Undefined
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.8 KiB |
| 0 | |
|---|---|
| 1 | 3005 |
| Value | Count | Frequency (%) | |
| 0 | 32678 | 91.6% | |
| 1 | 3005 | 8.4% |
Cause_Powerline
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.8 KiB |
| 0 | |
|---|---|
| 1 | 342 |
| Value | Count | Frequency (%) | |
| 0 | 35341 | 99.0% | |
| 1 | 342 | 1.0% |
Cause_Railroad
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.8 KiB |
| 0 | |
|---|---|
| 1 | 619 |
| Value | Count | Frequency (%) | |
| 0 | 35064 | 98.3% | |
| 1 | 619 | 1.7% |
Cause_Smoking
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.8 KiB |
| 0 | |
|---|---|
| 1 | 780 |
| Value | Count | Frequency (%) | |
| 0 | 34903 | 97.8% | |
| 1 | 780 | 2.2% |
Cause_Structure
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.8 KiB |
| 0 | |
|---|---|
| 1 | 51 |
| Value | Count | Frequency (%) | |
| 0 | 35632 | 99.9% | |
| 1 | 51 | 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | fire_name | fire_size | fire_size_class | latitude | longitude | state | disc_clean_date | discovery_month | disc_date_pre | disc_pre_year | disc_pre_month | wstation_usaf | dstation_m | wstation_wban | wstation_byear | wstation_eyear | fire_mag | weather_file | Temp_pre_30 | Temp_pre_15 | Temp_pre_7 | Temp_cont | Wind_pre_30 | Wind_pre_15 | Wind_pre_7 | Wind_cont | Hum_pre_30 | Hum_pre_15 | Hum_pre_7 | Hum_cont | Prec_pre_30 | Prec_pre_15 | Prec_pre_7 | Prec_cont | remoteness | Cause | Vegetation_4 | Vegetation_9 | Vegetation_12 | Vegetation_14 | Vegetation_15 | Vegetation_16 | Cause_Campfire | Cause_Children | Cause_Debris Burning | Cause_Equipment Use | Cause_Fireworks | Cause_Lightning | Cause_Miscellaneous | Cause_Missing/Undefined | Cause_Powerline | Cause_Railroad | Cause_Smoking | Cause_Structure | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | NaN | 10.0 | C | 18.105072 | -66.753044 | PR | 2007-02-11 | Feb | 1/12/2007 | 2007 | Jan | 785140 | 58917.697160 | 11603 | 1945 | 2018 | 1.0 | 785140-11603-2007.gz | 24.480974 | 24.716923 | 24.902597 | 24.527961 | 4.341807 | 3.492857 | 3.262092 | 3.250413 | 78.216590 | 76.793750 | 76.381579 | 78.724370 | 0.0 | 0.0 | 0.0 | 0.0 | 0.017923 | Missing/Undefined | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| 1 | 1 | NaN | 3.0 | B | 35.038330 | -87.610000 | TN | 2006-12-11 | Dec | 11/11/2006 | 2006 | Nov | 723235 | 32665.343270 | 13896 | 1978 | 2020 | 0.1 | 723235-13896-2006.gz | 7.553433 | 7.010000 | 0.343529 | 10.448298 | 2.709764 | 2.881707 | 1.976471 | 2.122320 | 70.840000 | 65.858911 | 55.505882 | 81.682678 | 59.8 | 8.4 | 0.0 | 86.8 | 0.184355 | Arson | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2 | 2 | NaN | 60.0 | C | 34.947800 | -88.722500 | MS | 2004-02-29 | Feb | 1/30/2004 | 2004 | Jan | 723235 | 105122.149500 | 13896 | 1978 | 2020 | 1.0 | 723235-13896-2004.gz | 4.971930 | 5.782766 | 5.558750 | 13.696600 | 3.364499 | 2.923830 | 2.695833 | 3.369050 | 75.531629 | 75.868613 | 76.812834 | 65.063800 | 168.8 | 42.2 | 18.1 | 124.5 | 0.194544 | Arson | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | 3 | WNA 1 | 1.0 | B | 39.641400 | -119.308300 | NV | 2005-06-06 | Jun | 5/7/2005 | 2005 | May | 724880 | 43433.329780 | 23185 | 1942 | 2020 | 0.1 | 724880-23185-2005.gz | 16.275967 | 18.996181 | 18.142564 | 17.804904 | 4.054982 | 3.398329 | 3.671282 | 3.708198 | 44.778429 | 37.140811 | 35.353846 | 39.091029 | 10.4 | 7.2 | 0.0 | 0.0 | 0.487447 | Debris Burning | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 4 | 6 | NaN | 5.2 | B | 31.316978 | -83.393649 | GA | 2009-01-10 | Jan | 12/11/2008 | 2008 | Dec | 747810 | 42972.940280 | 99999 | 2006 | 2020 | 0.1 | 747810-13857-2008.gz | 14.877341 | 16.409326 | 16.610281 | 15.965650 | 2.000214 | 1.727202 | 3.136240 | 2.287885 | 79.896679 | 73.431818 | 59.811044 | 71.046514 | 26.0 | 0.0 | 0.0 | 0.0 | 0.148904 | Debris Burning | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 5 | 7 | NaN | 1.0 | B | 30.904720 | -93.557500 | TX | 2005-11-12 | Nov | 10/13/2005 | 2005 | Oct | 722820 | 64017.117540 | 99999 | 1984 | 2020 | 0.1 | 722820-99999-2005.gz | 16.851939 | 16.997783 | 20.434783 | 11.985560 | 1.331257 | 1.472949 | 1.424783 | 2.148857 | 72.899478 | 75.061381 | 77.924623 | 70.732911 | 28.4 | 27.5 | 1.2 | 55.4 | 0.241894 | Campfire | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 6 | 8 | NaN | 1.0 | B | 35.900310 | -92.061180 | AR | 2007-08-08 | Aug | 7/9/2007 | 2007 | Jul | 723448 | 42133.151870 | 53934 | 1973 | 2020 | 0.1 | 723448-53934-2007.gz | 26.655241 | 27.264870 | 28.968064 | 28.682688 | 1.768074 | 1.705297 | 1.827944 | 2.103090 | 68.319022 | 67.575419 | 65.077844 | 60.196858 | 6.6 | 3.3 | 0.0 | 46.4 | 0.224629 | Arson | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 7 | 9 | CRAZY | 1.0 | B | 48.839400 | -99.718500 | ND | 2004-04-19 | Apr | 3/20/2004 | 2004 | Mar | 727675 | 129109.881400 | 99999 | 1936 | 2020 | 0.1 | 727675-99999-2004.gz | 4.600950 | 6.861878 | 6.053333 | 5.838721 | 6.380760 | 6.334254 | 6.645333 | 6.453449 | 64.606509 | 55.943038 | 54.337838 | 58.295795 | 12.3 | 1.8 | 0.0 | 0.0 | 0.291683 | Miscellaneous | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 8 | 10 | NaN | 8.3 | B | 30.845339 | -83.127987 | GA | 2010-03-06 | Mar | 2/4/2010 | 2010 | Feb | 722166 | 14990.341800 | 99999 | 2006 | 2020 | 0.1 | 722166-93845-2010.gz | 8.410983 | 9.007193 | 8.209000 | 14.328047 | 1.988671 | 1.745012 | 2.224500 | 1.750701 | 71.260870 | 69.281030 | 64.797980 | 73.072072 | 76.3 | 26.2 | 8.4 | 40.5 | 0.146888 | Debris Burning | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 9 | 13 | NaN | 1.0 | B | 31.767380 | -93.146870 | LA | 2014-07-06 | Jul | 6/6/2014 | 2014 | Jun | 722319 | 5852.660168 | 99999 | 1942 | 2020 | 0.1 | 722319-53943-2014.gz | 26.384493 | 26.068167 | 26.519048 | 26.927303 | 1.771639 | 1.629743 | 2.019048 | 1.382182 | 79.940012 | 79.942122 | 67.630952 | 76.706792 | 62.8 | 4.3 | 0.0 | 56.2 | 0.237431 | Fireworks | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Last rows
| df_index | fire_name | fire_size | fire_size_class | latitude | longitude | state | disc_clean_date | discovery_month | disc_date_pre | disc_pre_year | disc_pre_month | wstation_usaf | dstation_m | wstation_wban | wstation_byear | wstation_eyear | fire_mag | weather_file | Temp_pre_30 | Temp_pre_15 | Temp_pre_7 | Temp_cont | Wind_pre_30 | Wind_pre_15 | Wind_pre_7 | Wind_cont | Hum_pre_30 | Hum_pre_15 | Hum_pre_7 | Hum_cont | Prec_pre_30 | Prec_pre_15 | Prec_pre_7 | Prec_cont | remoteness | Cause | Vegetation_4 | Vegetation_9 | Vegetation_12 | Vegetation_14 | Vegetation_15 | Vegetation_16 | Cause_Campfire | Cause_Children | Cause_Debris Burning | Cause_Equipment Use | Cause_Fireworks | Cause_Lightning | Cause_Miscellaneous | Cause_Missing/Undefined | Cause_Powerline | Cause_Railroad | Cause_Smoking | Cause_Structure | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 35673 | 55338 | GEM CITY 1 | 3636.0 | F | 35.771876 | -100.108795 | TX | 2015-11-05 | Nov | 10/6/2015 | 2015 | Oct | 722637 | 29905.410770 | 93046 | 1998 | 2018 | 50.0 | 722637-93046-2015.gz | 16.444578 | 13.701298 | 13.405169 | 7.681822 | 3.264458 | 2.949490 | 3.160040 | 3.920502 | 65.239574 | 70.725672 | 70.793241 | 68.264528 | 2.5 | 2.5 | 0.0 | 0.5 | 0.346991 | Equipment Use | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 35674 | 55339 | LEBANON FIRE | 4800.0 | F | 45.135700 | -99.908700 | SD | 2015-04-01 | Apr | 3/2/2015 | 2015 | Mar | 726685 | 60174.228780 | 99999 | 2006 | 2020 | 50.0 | 726685-94052-2015.gz | 3.390566 | 3.966190 | 5.167179 | 8.710361 | 5.229937 | 5.769286 | 6.023590 | 5.456159 | 58.984906 | 61.466667 | 60.994872 | 56.239420 | 4.4 | 4.4 | 4.1 | 12.2 | 0.182660 | Equipment Use | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 35675 | 55344 | 015-029 | 3500.0 | F | 38.270000 | -96.170000 | KS | 2015-03-22 | Mar | 2/20/2015 | 2015 | Feb | 724556 | 6904.591272 | 13989 | 2005 | 2020 | 50.0 | 724556-13989-2015.gz | 2.810625 | 9.786395 | 8.455365 | 7.017461 | 4.333925 | 3.932880 | 4.338627 | 4.201810 | 65.405963 | 61.326087 | 67.666667 | 64.799572 | 17.6 | 7.7 | 7.7 | 0.0 | 0.356856 | Arson | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 35676 | 55346 | 53 | 3200.0 | F | 38.130000 | -96.310000 | KS | 2015-03-23 | Mar | 2/21/2015 | 2015 | Feb | 724556 | 24275.895870 | 13989 | 2005 | 2020 | 50.0 | 724556-13989-2015.gz | 3.273004 | 9.927540 | 8.637021 | 7.279188 | 4.300105 | 3.795034 | 4.308085 | 4.134408 | 64.748843 | 62.009615 | 68.995413 | 65.251290 | 17.6 | 7.7 | 7.7 | 0.0 | 0.357491 | Miscellaneous | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 35677 | 55347 | NaN | 3200.0 | F | 46.679234 | -93.270841 | MN | 2015-04-02 | Apr | 3/3/2015 | 2015 | Mar | 720258 | 7336.259003 | 4997 | 2004 | 2018 | 50.0 | 720258-04997-2015.gz | 0.601852 | 1.153704 | 1.702381 | 10.666667 | 3.375324 | 3.321852 | 3.609722 | 4.813889 | 62.685115 | 61.382153 | 61.598309 | 51.583333 | 0.0 | 0.0 | 0.0 | 0.0 | 0.289345 | Miscellaneous | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 35678 | 55350 | PRICKLEY PEAR | 3452.0 | F | 30.400883 | -101.331933 | TX | 2015-08-28 | Aug | 7/29/2015 | 2015 | Jul | 722616 | 93404.952670 | 3032 | 1984 | 2020 | 50.0 | 722616-03032-2015.gz | 31.270833 | 30.603352 | 30.543452 | 28.793750 | 3.455211 | 3.415100 | 3.379755 | 3.082979 | 44.411268 | 47.176638 | 47.944785 | 39.510638 | 4.6 | 4.6 | 0.0 | 0.0 | 0.429604 | Miscellaneous | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 35679 | 55352 | 9 MILE | 4704.0 | F | 48.937900 | -119.309100 | WA | 2015-08-13 | Aug | 7/14/2015 | 2015 | Jul | 727890 | 54876.461030 | 94197 | 1988 | 2020 | 50.0 | 727890-94197-2015.gz | 24.484044 | 25.601090 | 24.363529 | 21.204970 | 3.608033 | 3.363661 | 3.304706 | 4.537914 | 30.502770 | 27.437158 | 32.905882 | 36.257773 | 5.4 | 0.0 | 0.0 | 4.4 | 0.151893 | Miscellaneous | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 35680 | 55356 | SA HILL | 4336.0 | F | 34.316000 | -112.268300 | AZ | 2015-08-02 | Aug | 7/3/2015 | 2015 | Jul | 723723 | 39824.767950 | 23184 | 1946 | 2020 | 50.0 | 723723-23184-2015.gz | 23.350785 | 23.093421 | 24.573373 | 24.465102 | 3.351969 | 2.970263 | 2.924852 | 3.193614 | 45.053836 | 46.349030 | 40.786982 | 49.818887 | 86.9 | 78.8 | 6.9 | 41.0 | 0.192487 | Lightning | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| 35681 | 55359 | 50TH ST | 3500.0 | F | 37.678611 | -96.249722 | KS | 2015-03-21 | Mar | 2/19/2015 | 2015 | Feb | 720426 | 71289.729040 | 141 | 2008 | 2018 | 50.0 | 720426-00141-2015.gz | 4.040390 | 10.079851 | 10.792415 | 14.275880 | 3.748422 | 3.371681 | 3.712774 | 4.053697 | 65.333170 | 65.610338 | 68.433839 | 67.544737 | 0.0 | 0.0 | 0.0 | 0.0 | 0.366712 | Missing/Undefined | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| 35682 | 55360 | LILLIAM RANCH | 3500.0 | F | 37.606667 | -96.422500 | KS | 2015-02-12 | Feb | 1/13/2015 | 2015 | Jan | 724504 | 71869.175550 | 99999 | 1973 | 2020 | 50.0 | 724504-03974-2015.gz | 3.686132 | 3.039857 | 4.437563 | -0.052527 | 5.100510 | 5.694737 | 4.975000 | 4.559206 | 62.971774 | 69.376658 | 68.118919 | 64.008028 | 20.1 | 18.8 | 0.0 | 3.8 | 0.365622 | Missing/Undefined | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |